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I included 7 sample lung pathology images (Lung Adenocarcinoma, Squamos Cell Carcinoma, and Mesothelioma). Attached are folders containing each respective samples and specific normalization results.

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J7P16/Cell_Normalization_Sample_Results

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enhanced_reinhard_sample_results

enhanced_reinhard_sample_results

 
 

original_sample

original_sample

 
 

random_augmentation_sample_results

random_augmentation_sample_results

 
 

randstainna_sample_sample_results

randstainna_sample_sample_results

 
 

source_images

source_images

 
 

vahadane_sample_results

vahadane_sample_results

 
 

RandStainNA_method.ipynb

RandStainNA_method.ipynb

 
 

enhanced_reinhard_stain_normalization.ipynb

enhanced_reinhard_stain_normalization.ipynb

 
 

random_images.yaml

random_images.yaml

 
 

randstainna.py

randstainna.py

 
 

stain_augmentation.ipynb

stain_augmentation.ipynb

 
 

vahadane_normalization.ipynb

vahadane_normalization.ipynb

 
 

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I included 7 sample lung pathology images (Lung Adenocarcinoma, Squamos Cell Carcinoma, and Mesothelioma). Attached are folders containing each respective samples and specific normalization results.

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normalization stain-normalization stain-augmentation
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